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llava-onevision2-consistency

Bilingual guide for running and interpreting LLaVA-OneVision2 HF vs Megatron consistency checks across TP and PP settings

63

Quality

75%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./.opencode/skills/llava-onevision2-consistency/SKILL.md
SKILL.md
Quality
Evals
Security

Low

Low-risk findings.

1 low severity finding. Worth noting, but not necessarily harmful.

Low

W011: Third-party content exposure detected (indirect prompt injection risk).

What this means

The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.

Why it was flagged

Skill reads HF model/config via `HF_MODEL_PATH` (e.g., `LlavaOnevision2Config.from_pretrained()`, `AutoProcessor.from_pretrained()`, `LlavaOnevision2Model.from_pretrained()`) and can include tokenizer/prompt-related text from that checkpoint at runtime, so outsider-authored content injected by supplying the checkpoint is ingested.

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Repository
EvolvingLMMs-Lab/LLaVA-OneVision-2
Audited
Security analysis
Snyk

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